{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}\\file\UsersW$\wrr15\Home\My Documents\My Files\META-ANALYSIS (New Estimators, 2018)\APPENDIX3&4(Results).smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}30 Apr 2019, 08:50:55
{txt}
{com}. local dvbias BIASWLSFE BIASWLSRE BIASPP BIASWAAP BIASWAAP2 BIASAK1 BIASAK2 
{txt}
{com}. local dvmse MSEWLSFE MSEWLSRE MSEPP MSEWAAP MSEWAAP2 MSEAK1 MSEAK2
{txt}
{com}. replace I2 = I2*100
{txt}(143 real changes made)

{com}. local rhsvars1 I2 SE2 SE3 SE4 SE5 SE6 SE7 SE8 SE9
{txt}
{com}. gen I2sqd = I2^2
{txt}
{com}. local rhsvars2 I2 I2sqd SE2 SE3 SE4 SE5 SE6 SE7 SE8 SE9
{txt}
{com}. local dummies SE2 SE3 SE4 SE5 SE6 SE7 SE8 SE9
{txt}
{com}. foreach var in `dvbias' {c -(}
{txt}  2{com}. regress `var' `rhsvars1', vce(robust)
{txt}  3{com}. scalar AdjR2 = e(r2_a)
{txt}  4{com}. scalar list AdjR2
{txt}  5{com}. test `dummies'
{txt}  6{com}. regress `var' `rhsvars2', vce(robust)
{txt}  7{com}. scalar AdjR2 = e(r2_a)
{txt}  8{com}. scalar list AdjR2
{txt}  9{com}. test `dummies'
{txt} 10{com}. // This section calculates Estimated Marginal Impact
. scalar a1 = _b[I2]
{txt} 11{com}. scalar a2 = _b[I2sqd]
{txt} 12{com}. scalar MI = a1+(2*a2*85)
{txt} 13{com}. scalar list MI
{txt} 14{com}. // This section calculated summary statistics for Bias
. summ `var', detail
{txt} 15{com}. {c )-}

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    18.41
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4028
                                                {txt}Root MSE          =    {res}   .284

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}   BIASWLSFE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0055567{col 26}{space 2} .0008578{col 37}{space 1}    6.48{col 46}{space 3}0.000{col 54}{space 4} .0038599{col 67}{space 3} .0072534
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.3020346{col 26}{space 2}  .041531{col 37}{space 1}   -7.27{col 46}{space 3}0.000{col 54}{space 4}-.3841812{col 67}{space 3} -.219888
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1464832{col 26}{space 2} .0375045{col 37}{space 1}   -3.91{col 46}{space 3}0.000{col 54}{space 4}-.2206657{col 67}{space 3}-.0723007
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4937056{col 26}{space 2} .0553368{col 37}{space 1}   -8.92{col 46}{space 3}0.000{col 54}{space 4}-.6031597{col 67}{space 3}-.3842515
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.3190303{col 26}{space 2} .1004957{col 37}{space 1}   -3.17{col 46}{space 3}0.002{col 54}{space 4} -.517807{col 67}{space 3}-.1202537
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.3344495{col 26}{space 2} .0676357{col 37}{space 1}   -4.94{col 46}{space 3}0.000{col 54}{space 4}-.4682303{col 67}{space 3}-.2006687
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2689041{col 26}{space 2} .2017633{col 37}{space 1}    1.33{col 46}{space 3}0.185{col 54}{space 4}-.1301759{col 67}{space 3} .6679841
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.0113063{col 26}{space 2} .0719971{col 37}{space 1}   -0.16{col 46}{space 3}0.875{col 54}{space 4}-.1537139{col 67}{space 3} .1311012
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1537546{col 26}{space 2} .0466162{col 37}{space 1}   -3.30{col 46}{space 3}0.001{col 54}{space 4}-.2459597{col 67}{space 3}-.0615496
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  .048592{col 26}{space 2} .0263663{col 37}{space 1}    1.84{col 46}{space 3}0.068{col 54}{space 4}-.0035595{col 67}{space 3} .1007435
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .36243524

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   15.05
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    11.83
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4429
                                                {txt}Root MSE          =    {res} .27535

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}   BIASWLSFE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0058094{col 26}{space 2} .0028393{col 37}{space 1}   -2.05{col 46}{space 3}0.043{col 54}{space 4}-.0114258{col 67}{space 3}-.0001931
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001038{col 26}{space 2} .0000304{col 37}{space 1}    3.41{col 46}{space 3}0.001{col 54}{space 4} .0000436{col 67}{space 3}  .000164
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2} -.305541{col 26}{space 2} .0450155{col 37}{space 1}   -6.79{col 46}{space 3}0.000{col 54}{space 4}-.3945861{col 67}{space 3}-.2164959
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1539567{col 26}{space 2} .0464286{col 37}{space 1}   -3.32{col 46}{space 3}0.001{col 54}{space 4} -.245797{col 67}{space 3}-.0621165
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.5552534{col 26}{space 2} .0698432{col 37}{space 1}   -7.95{col 46}{space 3}0.000{col 54}{space 4}-.6934101{col 67}{space 3}-.4170967
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.3173115{col 26}{space 2} .1092082{col 37}{space 1}   -2.91{col 46}{space 3}0.004{col 54}{space 4}-.5333361{col 67}{space 3}-.1012869
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.4244893{col 26}{space 2} .0866797{col 37}{space 1}   -4.90{col 46}{space 3}0.000{col 54}{space 4}-.5959503{col 67}{space 3}-.2530283
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2522433{col 26}{space 2}  .212859{col 37}{space 1}    1.19{col 46}{space 3}0.238{col 54}{space 4}-.1688128{col 67}{space 3} .6732994
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} -.047767{col 26}{space 2} .0656342{col 37}{space 1}   -0.73{col 46}{space 3}0.468{col 54}{space 4}-.1775978{col 67}{space 3} .0820639
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1869407{col 26}{space 2} .0533656{col 37}{space 1}   -3.50{col 46}{space 3}0.001{col 54}{space 4} -.292503{col 67}{space 3}-.0813783
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2729786{col 26}{space 2} .0586757{col 37}{space 1}    4.65{col 46}{space 3}0.000{col 54}{space 4} .1569124{col 67}{space 3} .3890448
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .40069466

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   13.58
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01183705

                          {txt}BIASWLSFE
{hline 61}
      Percentiles      Smallest
 1%    {res} .0054685      -.0009175
{txt} 5%    {res} .0066692       .0054685
{txt}10%    {res} .0079966       .0055274       {txt}Obs         {res}        143
{txt}25%    {res} .0480371       .0058039       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .1874284                      {txt}Mean          {res}  .284945
                        {txt}Largest       Std. Dev.     {res} .3556757
{txt}75%    {res} .3438711        1.45213
{txt}90%    {res} .6739109       1.689665       {txt}Variance      {res} .1265052
{txt}95%    {res} .9607375       1.698711       {txt}Skewness      {res} 2.304965
{txt}99%    {res} 1.698711       1.770212       {txt}Kurtosis      {res} 8.584018

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    11.41
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4124
                                                {txt}Root MSE          =    {res} .34682

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}   BIASWLSRE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0073072{col 26}{space 2} .0010603{col 37}{space 1}    6.89{col 46}{space 3}0.000{col 54}{space 4} .0052099{col 67}{space 3} .0094044
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.3734878{col 26}{space 2} .0528416{col 37}{space 1}   -7.07{col 46}{space 3}0.000{col 54}{space 4}-.4780065{col 67}{space 3}-.2689691
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1912537{col 26}{space 2} .0442436{col 37}{space 1}   -4.32{col 46}{space 3}0.000{col 54}{space 4}-.2787659{col 67}{space 3}-.1037415
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3153089{col 26}{space 2}   .08842{col 37}{space 1}   -3.57{col 46}{space 3}0.001{col 54}{space 4}-.4902002{col 67}{space 3}-.1404176
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}    -.301{col 26}{space 2} .1225424{col 37}{space 1}   -2.46{col 46}{space 3}0.015{col 54}{space 4}-.5433841{col 67}{space 3}-.0586159
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .0804909{col 26}{space 2} .1375516{col 37}{space 1}    0.59{col 46}{space 3}0.559{col 54}{space 4}-.1915809{col 67}{space 3} .3525626
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2414805{col 26}{space 2} .2089762{col 37}{space 1}    1.16{col 46}{space 3}0.250{col 54}{space 4}-.1718663{col 67}{space 3} .6548272
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} -.091291{col 26}{space 2} .0762779{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4}-.2421658{col 67}{space 3} .0595837
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.0949738{col 26}{space 2} .0684634{col 37}{space 1}   -1.39{col 46}{space 3}0.168{col 54}{space 4}-.2303918{col 67}{space 3} .0404443
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0360211{col 26}{space 2} .0324763{col 37}{space 1}    1.11{col 46}{space 3}0.269{col 54}{space 4}-.0282158{col 67}{space 3}  .100258
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .37267119

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}    9.98
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    12.70
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4595
                                                {txt}Root MSE          =    {res} .33391

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}   BIASWLSRE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} -.007857{col 26}{space 2} .0032654{col 37}{space 1}   -2.41{col 46}{space 3}0.018{col 54}{space 4}-.0143162{col 67}{space 3}-.0013978
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001385{col 26}{space 2} .0000353{col 37}{space 1}    3.92{col 46}{space 3}0.000{col 54}{space 4} .0000686{col 67}{space 3} .0002083
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.3781659{col 26}{space 2} .0566357{col 37}{space 1}   -6.68{col 46}{space 3}0.000{col 54}{space 4}-.4901969{col 67}{space 3}-.2661348
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.2012246{col 26}{space 2} .0552135{col 37}{space 1}   -3.64{col 46}{space 3}0.000{col 54}{space 4}-.3104424{col 67}{space 3}-.0920068
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3974235{col 26}{space 2} .1028616{col 37}{space 1}   -3.86{col 46}{space 3}0.000{col 54}{space 4}-.6008939{col 67}{space 3}-.1939531
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2987068{col 26}{space 2} .1339375{col 37}{space 1}   -2.23{col 46}{space 3}0.027{col 54}{space 4}-.5636483{col 67}{space 3}-.0337652
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.0396367{col 26}{space 2} .1527949{col 37}{space 1}   -0.26{col 46}{space 3}0.796{col 54}{space 4}-.3418801{col 67}{space 3} .2626068
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2192522{col 26}{space 2} .2233065{col 37}{space 1}    0.98{col 46}{space 3}0.328{col 54}{space 4}-.2224701{col 67}{space 3} .6609746
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.1399353{col 26}{space 2} .0736112{col 37}{space 1}   -1.90{col 46}{space 3}0.059{col 54}{space 4}-.2855457{col 67}{space 3}  .005675
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1392493{col 26}{space 2} .0691138{col 37}{space 1}   -2.01{col 46}{space 3}0.046{col 54}{space 4}-.2759631{col 67}{space 3}-.0025354
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3353888{col 26}{space 2} .0688581{col 37}{space 1}    4.87{col 46}{space 3}0.000{col 54}{space 4} .1991807{col 67}{space 3} .4715968
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .41852186

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}    7.55
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01568621

                          {txt}BIASWLSRE
{hline 61}
      Percentiles      Smallest
 1%    {res} .0043702      -.0004503
{txt} 5%    {res} .0087752       .0043702
{txt}10%    {res} .0132637       .0060075       {txt}Obs         {res}        143
{txt}25%    {res} .1141652        .006243       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .2487328                      {txt}Mean          {res} .4110683
                        {txt}Largest       Std. Dev.     {res} .4378838
{txt}75%    {res} .5737807       1.722314
{txt}90%    {res} 1.024684       1.746871       {txt}Variance      {res} .1917423
{txt}95%    {res} 1.442624       1.756752       {txt}Skewness      {res} 1.574749
{txt}99%    {res} 1.756752       1.874745       {txt}Kurtosis      {res} 4.906623

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    10.43
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4541
                                                {txt}Root MSE          =    {res} .24785

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      BIASPP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0037233{col 26}{space 2} .0007307{col 37}{space 1}    5.10{col 46}{space 3}0.000{col 54}{space 4}  .002278{col 67}{space 3} .0051686
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.0248271{col 26}{space 2} .0377211{col 37}{space 1}   -0.66{col 46}{space 3}0.512{col 54}{space 4} -.099438{col 67}{space 3} .0497838
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} .0923424{col 26}{space 2} .0329805{col 37}{space 1}    2.80{col 46}{space 3}0.006{col 54}{space 4} .0271082{col 67}{space 3} .1575765
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.1298381{col 26}{space 2} .0510011{col 37}{space 1}   -2.55{col 46}{space 3}0.012{col 54}{space 4}-.2307164{col 67}{space 3}-.0289599
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2} .0409214{col 26}{space 2} .0942727{col 37}{space 1}    0.43{col 46}{space 3}0.665{col 54}{space 4}-.1455465{col 67}{space 3} .2273892
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.1798355{col 26}{space 2} .0611475{col 37}{space 1}   -2.94{col 46}{space 3}0.004{col 54}{space 4}-.3007828{col 67}{space 3}-.0588882
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .6267651{col 26}{space 2} .1951376{col 37}{space 1}    3.21{col 46}{space 3}0.002{col 54}{space 4} .2407904{col 67}{space 3}  1.01274
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2266795{col 26}{space 2} .0683838{col 37}{space 1}    3.31{col 46}{space 3}0.001{col 54}{space 4} .0914191{col 67}{space 3}   .36194
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.0052859{col 26}{space 2} .0409372{col 37}{space 1}   -0.13{col 46}{space 3}0.897{col 54}{space 4}-.0862581{col 67}{space 3} .0756864
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1789894{col 26}{space 2} .0308261{col 37}{space 1}   -5.81{col 46}{space 3}0.000{col 54}{space 4}-.2399622{col 67}{space 3}-.1180165
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .41710705

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}    8.61
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    18.09
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4896
                                                {txt}Root MSE          =    {res} .24055

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      BIASPP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0060526{col 26}{space 2} .0024973{col 37}{space 1}   -2.42{col 46}{space 3}0.017{col 54}{space 4}-.0109925{col 67}{space 3}-.0011128
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0000893{col 26}{space 2} .0000267{col 37}{space 1}    3.34{col 46}{space 3}0.001{col 54}{space 4} .0000364{col 67}{space 3} .0001422
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.0278429{col 26}{space 2} .0288772{col 37}{space 1}   -0.96{col 46}{space 3}0.337{col 54}{space 4}-.0849649{col 67}{space 3} .0292791
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} .0859144{col 26}{space 2} .0297204{col 37}{space 1}    2.89{col 46}{space 3}0.004{col 54}{space 4} .0271245{col 67}{space 3} .1447044
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2} -.182775{col 26}{space 2} .0559398{col 37}{space 1}   -3.27{col 46}{space 3}0.001{col 54}{space 4}-.2934295{col 67}{space 3}-.0721205
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2} .0423998{col 26}{space 2}  .097674{col 37}{space 1}    0.43{col 46}{space 3}0.665{col 54}{space 4} -.150809{col 67}{space 3} .2356085
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.2572781{col 26}{space 2} .0727113{col 37}{space 1}   -3.54{col 46}{space 3}0.001{col 54}{space 4}-.4011082{col 67}{space 3} -.113448
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .6124352{col 26}{space 2} .2027326{col 37}{space 1}    3.02{col 46}{space 3}0.003{col 54}{space 4}   .21141{col 67}{space 3}  1.01346
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}   .19532{col 26}{space 2} .0542241{col 37}{space 1}    3.60{col 46}{space 3}0.000{col 54}{space 4} .0880594{col 67}{space 3} .3025806
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.0338289{col 26}{space 2} .0391471{col 37}{space 1}   -0.86{col 46}{space 3}0.389{col 54}{space 4}-.1112658{col 67}{space 3} .0436079
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  .014004{col 26}{space 2} .0461368{col 37}{space 1}    0.30{col 46}{space 3}0.762{col 54}{space 4}-.0772591{col 67}{space 3} .1052671
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res}  .4509532

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   10.25
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .00912496

                           {txt}BIASPP
{hline 61}
      Percentiles      Smallest
 1%    {res}-.1416984      -.1480951
{txt} 5%    {res}-.0657102      -.1416984
{txt}10%    {res}-.0278644      -.1189374       {txt}Obs         {res}        143
{txt}25%    {res}-.0115867      -.1087179       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .0271171                      {txt}Mean          {res} .1537917
                        {txt}Largest       Std. Dev.     {res} .3246394
{txt}75%    {res} .1746572       1.411641
{txt}90%    {res}  .446138       1.426359       {txt}Variance      {res} .1053907
{txt}95%    {res} .8801495       1.447483       {txt}Skewness      {res} 2.817312
{txt}99%    {res} 1.447483       1.724682       {txt}Kurtosis      {res} 11.17808

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    15.00
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4147
                                                {txt}Root MSE          =    {res} .27397

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    BIASWAAP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0053807{col 26}{space 2} .0008292{col 37}{space 1}    6.49{col 46}{space 3}0.000{col 54}{space 4} .0037404{col 67}{space 3} .0070209
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2655265{col 26}{space 2} .0421874{col 37}{space 1}   -6.29{col 46}{space 3}0.000{col 54}{space 4}-.3489716{col 67}{space 3}-.1820814
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1280464{col 26}{space 2}  .036809{col 37}{space 1}   -3.48{col 46}{space 3}0.001{col 54}{space 4} -.200853{col 67}{space 3}-.0552397
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4717552{col 26}{space 2}  .054376{col 37}{space 1}   -8.68{col 46}{space 3}0.000{col 54}{space 4}-.5793089{col 67}{space 3}-.3642016
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2921482{col 26}{space 2} .0963983{col 37}{space 1}   -3.03{col 46}{space 3}0.003{col 54}{space 4}-.4828204{col 67}{space 3}-.1014761
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.3615706{col 26}{space 2} .0637567{col 37}{space 1}   -5.67{col 46}{space 3}0.000{col 54}{space 4}-.4876789{col 67}{space 3}-.2354623
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2815501{col 26}{space 2} .1966522{col 37}{space 1}    1.43{col 46}{space 3}0.155{col 54}{space 4}-.1074205{col 67}{space 3} .6705206
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .0242806{col 26}{space 2} .0722109{col 37}{space 1}    0.34{col 46}{space 3}0.737{col 54}{space 4}-.1185497{col 67}{space 3} .1671109
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1429174{col 26}{space 2} .0455588{col 37}{space 1}   -3.14{col 46}{space 3}0.002{col 54}{space 4} -.233031{col 67}{space 3}-.0528038
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0172967{col 26}{space 2} .0286068{col 37}{space 1}    0.60{col 46}{space 3}0.546{col 54}{space 4}-.0392865{col 67}{space 3} .0738799
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .37505996

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   14.77
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    12.28
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4468
                                                {txt}Root MSE          =    {res} .26736

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    BIASWAAP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0045342{col 26}{space 2} .0028144{col 37}{space 1}   -1.61{col 46}{space 3}0.110{col 54}{space 4}-.0101013{col 67}{space 3} .0010328
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0000905{col 26}{space 2} .0000301{col 37}{space 1}    3.01{col 46}{space 3}0.003{col 54}{space 4}  .000031{col 67}{space 3} .0001501
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2685852{col 26}{space 2} .0490435{col 37}{space 1}   -5.48{col 46}{space 3}0.000{col 54}{space 4}-.3655981{col 67}{space 3}-.1715722
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1345657{col 26}{space 2} .0482508{col 37}{space 1}   -2.79{col 46}{space 3}0.006{col 54}{space 4}-.2300104{col 67}{space 3}-.0391209
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.5254446{col 26}{space 2} .0711181{col 37}{space 1}   -7.39{col 46}{space 3}0.000{col 54}{space 4}-.6661233{col 67}{space 3} -.384766
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2906488{col 26}{space 2} .1056432{col 37}{space 1}   -2.75{col 46}{space 3}0.007{col 54}{space 4}-.4996215{col 67}{space 3}-.0816762
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.4401142{col 26}{space 2} .0853541{col 37}{space 1}   -5.16{col 46}{space 3}0.000{col 54}{space 4}-.6089531{col 67}{space 3}-.2712753
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2670165{col 26}{space 2} .2073957{col 37}{space 1}    1.29{col 46}{space 3}0.200{col 54}{space 4}-.1432327{col 67}{space 3} .6772656
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.0075247{col 26}{space 2} .0686452{col 37}{space 1}   -0.11{col 46}{space 3}0.913{col 54}{space 4}-.1433117{col 67}{space 3} .1282622
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1718663{col 26}{space 2} .0563452{col 37}{space 1}   -3.05{col 46}{space 3}0.003{col 54}{space 4}-.2833225{col 67}{space 3}  -.06041
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2130338{col 26}{space 2} .0628878{col 37}{space 1}    3.39{col 46}{space 3}0.001{col 54}{space 4} .0886354{col 67}{space 3} .3374321
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .40486008

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   13.73
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01085915

                          {txt}BIASWAAP
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0006052       -.001953
{txt} 5%    {res} .0012081      -.0006052
{txt}10%    {res} .0025617      -.0002318       {txt}Obs         {res}        143
{txt}25%    {res} .0276821      -.0002175       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .1708137                      {txt}Mean          {res} .2600911
                        {txt}Largest       Std. Dev.     {res} .3465686
{txt}75%    {res} .3076564       1.399823
{txt}90%    {res} .6265716        1.67245       {txt}Variance      {res} .1201098
{txt}95%    {res} .8777515       1.680115       {txt}Skewness      {res} 2.422827
{txt}99%    {res} 1.680115       1.711415       {txt}Kurtosis      {res} 9.233097

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    31.29
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4054
                                                {txt}Root MSE          =    {res}  .2715

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}   BIASWAAP2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0051582{col 26}{space 2} .0008222{col 37}{space 1}    6.27{col 46}{space 3}0.000{col 54}{space 4}  .003532{col 67}{space 3} .0067844
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2945651{col 26}{space 2} .0391841{col 37}{space 1}   -7.52{col 46}{space 3}0.000{col 54}{space 4}-.3720698{col 67}{space 3}-.2170605
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1495008{col 26}{space 2} .0369459{col 37}{space 1}   -4.05{col 46}{space 3}0.000{col 54}{space 4}-.2225783{col 67}{space 3}-.0764233
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4968321{col 26}{space 2} .0523671{col 37}{space 1}   -9.49{col 46}{space 3}0.000{col 54}{space 4}-.6004122{col 67}{space 3} -.393252
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.3178374{col 26}{space 2} .0947154{col 37}{space 1}   -3.36{col 46}{space 3}0.001{col 54}{space 4}-.5051808{col 67}{space 3}-.1304941
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.4049183{col 26}{space 2} .0587247{col 37}{space 1}   -6.90{col 46}{space 3}0.000{col 54}{space 4}-.5210735{col 67}{space 3}-.2887632
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2439198{col 26}{space 2} .1938944{col 37}{space 1}    1.26{col 46}{space 3}0.211{col 54}{space 4}-.1395959{col 67}{space 3} .6274355
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.0046025{col 26}{space 2} .0708434{col 37}{space 1}   -0.06{col 46}{space 3}0.948{col 54}{space 4}-.1447281{col 67}{space 3} .1355231
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1726633{col 26}{space 2} .0434346{col 37}{space 1}   -3.98{col 46}{space 3}0.000{col 54}{space 4}-.2585753{col 67}{space 3}-.0867513
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0603372{col 26}{space 2} .0255488{col 37}{space 1}    2.36{col 46}{space 3}0.020{col 54}{space 4} .0098027{col 67}{space 3} .1108718
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .36513116

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   17.14
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    13.45
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4391
                                                {txt}Root MSE          =    {res} .26469

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}   BIASWAAP2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0048329{col 26}{space 2} .0027806{col 37}{space 1}   -1.74{col 46}{space 3}0.085{col 54}{space 4}-.0103332{col 67}{space 3} .0006674
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0000912{col 26}{space 2} .0000298{col 37}{space 1}    3.07{col 46}{space 3}0.003{col 54}{space 4} .0000324{col 67}{space 3} .0001501
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2976473{col 26}{space 2} .0431469{col 37}{space 1}   -6.90{col 46}{space 3}0.000{col 54}{space 4}-.3829962{col 67}{space 3}-.2122985
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1560702{col 26}{space 2} .0454068{col 37}{space 1}   -3.44{col 46}{space 3}0.001{col 54}{space 4}-.2458894{col 67}{space 3} -.066251
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.5509341{col 26}{space 2} .0672784{col 37}{space 1}   -8.19{col 46}{space 3}0.000{col 54}{space 4}-.6840175{col 67}{space 3}-.4178507
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.3163265{col 26}{space 2}  .102672{col 37}{space 1}   -3.08{col 46}{space 3}0.003{col 54}{space 4}-.5194218{col 67}{space 3}-.1132312
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.4840656{col 26}{space 2} .0793129{col 37}{space 1}   -6.10{col 46}{space 3}0.000{col 54}{space 4}-.6409543{col 67}{space 3}-.3271768
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .2292745{col 26}{space 2} .2039955{col 37}{space 1}    1.12{col 46}{space 3}0.263{col 54}{space 4}-.1742488{col 67}{space 3} .6327978
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.0366523{col 26}{space 2} .0650088{col 37}{space 1}   -0.56{col 46}{space 3}0.574{col 54}{space 4}-.1652462{col 67}{space 3} .0919416
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.2018347{col 26}{space 2} .0516772{col 37}{space 1}   -3.91{col 46}{space 3}0.000{col 54}{space 4}-.3040574{col 67}{space 3} -.099612
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2575787{col 26}{space 2} .0572495{col 37}{space 1}    4.50{col 46}{space 3}0.000{col 54}{space 4} .1443335{col 67}{space 3} .3708238
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res}  .3965977

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   14.87
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01067879

                          {txt}BIASWAAP2
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0003858      -.0015053
{txt} 5%    {res} .0003954      -.0003858
{txt}10%    {res} .0016142      -.0003032       {txt}Obs         {res}        143
{txt}25%    {res} .0337626      -.0001393       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .1794773                      {txt}Mean          {res} .2610222
                        {txt}Largest       Std. Dev.     {res} .3407456
{txt}75%    {res} .3221109        1.37802
{txt}90%    {res}   .59241       1.653423       {txt}Variance      {res} .1161076
{txt}95%    {res} .8732008       1.657806       {txt}Skewness      {res} 2.416539
{txt}99%    {res} 1.657806         1.6906       {txt}Kurtosis      {res} 9.238538

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    14.19
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4333
                                                {txt}Root MSE          =    {res} .32996

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     BIASAK1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0062277{col 26}{space 2} .0010113{col 37}{space 1}    6.16{col 46}{space 3}0.000{col 54}{space 4} .0042274{col 67}{space 3} .0082281
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.1525426{col 26}{space 2} .0505945{col 37}{space 1}   -3.02{col 46}{space 3}0.003{col 54}{space 4}-.2526165{col 67}{space 3}-.0524686
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.0004664{col 26}{space 2} .0385289{col 37}{space 1}   -0.01{col 46}{space 3}0.990{col 54}{space 4}-.0766752{col 67}{space 3} .0757423
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3876256{col 26}{space 2} .0634146{col 37}{space 1}   -6.11{col 46}{space 3}0.000{col 54}{space 4}-.5130573{col 67}{space 3}-.2621939
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2} .0357954{col 26}{space 2} .1354432{col 37}{space 1}    0.26{col 46}{space 3}0.792{col 54}{space 4}-.2321059{col 67}{space 3} .3036967
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.0100031{col 26}{space 2} .0912982{col 37}{space 1}   -0.11{col 46}{space 3}0.913{col 54}{space 4}-.1905873{col 67}{space 3} .1705812
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .6056687{col 26}{space 2} .2155299{col 37}{space 1}    2.81{col 46}{space 3}0.006{col 54}{space 4}  .179359{col 67}{space 3} 1.031978
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .1075723{col 26}{space 2} .0760961{col 37}{space 1}    1.41{col 46}{space 3}0.160{col 54}{space 4}-.0429429{col 67}{space 3} .2580875
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .0663529{col 26}{space 2} .0636913{col 37}{space 1}    1.04{col 46}{space 3}0.299{col 54}{space 4} -.059626{col 67}{space 3} .1923318
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1734454{col 26}{space 2} .0322206{col 37}{space 1}   -5.38{col 46}{space 3}0.000{col 54}{space 4}-.2371766{col 67}{space 3}-.1097142
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .39497868

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   15.92
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    12.07
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4897
                                                {txt}Root MSE          =    {res}  .3143

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     BIASAK1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0098587{col 26}{space 2} .0030688{col 37}{space 1}   -3.21{col 46}{space 3}0.002{col 54}{space 4}-.0159292{col 67}{space 3}-.0037883
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001469{col 26}{space 2} .0000335{col 37}{space 1}    4.39{col 46}{space 3}0.000{col 54}{space 4} .0000807{col 67}{space 3} .0002132
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.1575052{col 26}{space 2} .0509596{col 37}{space 1}   -3.09{col 46}{space 3}0.002{col 54}{space 4}-.2583083{col 67}{space 3} -.056702
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.0110437{col 26}{space 2} .0468744{col 37}{space 1}   -0.24{col 46}{space 3}0.814{col 54}{space 4}-.1037658{col 67}{space 3} .0816784
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4747342{col 26}{space 2} .0782501{col 37}{space 1}   -6.07{col 46}{space 3}0.000{col 54}{space 4}-.6295207{col 67}{space 3}-.3199476
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2} .0382281{col 26}{space 2} .1462741{col 37}{space 1}    0.26{col 46}{space 3}0.794{col 54}{space 4}-.2511165{col 67}{space 3} .3275727
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.1374364{col 26}{space 2} .1092478{col 37}{space 1}   -1.26{col 46}{space 3}0.211{col 54}{space 4}-.3535394{col 67}{space 3} .0786666
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .5820886{col 26}{space 2} .2296011{col 37}{space 1}    2.54{col 46}{space 3}0.012{col 54}{space 4} .1279149{col 67}{space 3} 1.036262
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .0559696{col 26}{space 2} .0679357{col 37}{space 1}    0.82{col 46}{space 3}0.412{col 54}{space 4} -.078414{col 67}{space 3} .1903532
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .0193847{col 26}{space 2} .0613598{col 37}{space 1}    0.32{col 46}{space 3}0.753{col 54}{space 4} -.101991{col 67}{space 3} .1407604
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  .144129{col 26}{space 2} .0617497{col 37}{space 1}    2.33{col 46}{space 3}0.021{col 54}{space 4}  .021982{col 67}{space 3}  .266276
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .45107124

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   14.25
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01511633

                           {txt}BIASAK1
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0600832      -.0605319
{txt} 5%    {res}-.0241247      -.0600832
{txt}10%    {res}-.0013005      -.0600433       {txt}Obs         {res}        143
{txt}25%    {res} .0099595      -.0595016       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .1073968                      {txt}Mean          {res} .2870911
                        {txt}Largest       Std. Dev.     {res} .4242088
{txt}75%    {res} .4375132       1.662206
{txt}90%    {res} .8722637         1.6673       {txt}Variance      {res} .1799531
{txt}95%    {res} 1.345228       1.672666       {txt}Skewness      {res}  1.96904
{txt}99%    {res} 1.672666       1.967738       {txt}Kurtosis      {res} 6.391825

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    50.82
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.6398
                                                {txt}Root MSE          =    {res} .14666

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     BIASAK2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0011136{col 26}{space 2} .0003319{col 37}{space 1}   -3.36{col 46}{space 3}0.001{col 54}{space 4}-.0017701{col 67}{space 3}-.0004571
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2} .1731968{col 26}{space 2} .0163248{col 37}{space 1}   10.61{col 46}{space 3}0.000{col 54}{space 4} .1409069{col 67}{space 3} .2054867
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} .0958184{col 26}{space 2} .0231571{col 37}{space 1}    4.14{col 46}{space 3}0.000{col 54}{space 4} .0500145{col 67}{space 3} .1416223
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2} .2341808{col 26}{space 2} .0225476{col 37}{space 1}   10.39{col 46}{space 3}0.000{col 54}{space 4} .1895826{col 67}{space 3} .2787791
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2} .2077349{col 26}{space 2} .0198476{col 37}{space 1}   10.47{col 46}{space 3}0.000{col 54}{space 4} .1684772{col 67}{space 3} .2469927
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .5224828{col 26}{space 2} .0539258{col 37}{space 1}    9.69{col 46}{space 3}0.000{col 54}{space 4} .4158197{col 67}{space 3}  .629146
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8612009{col 26}{space 2} .1710692{col 37}{space 1}    5.03{col 46}{space 3}0.000{col 54}{space 4} .5228326{col 67}{space 3} 1.199569
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2076098{col 26}{space 2} .0213698{col 37}{space 1}    9.72{col 46}{space 3}0.000{col 54}{space 4} .1653412{col 67}{space 3} .2498785
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .1400151{col 26}{space 2}  .019911{col 37}{space 1}    7.03{col 46}{space 3}0.000{col 54}{space 4} .1006319{col 67}{space 3} .1793984
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  -.11649{col 26}{space 2} .0129364{col 37}{space 1}   -9.00{col 46}{space 3}0.000{col 54}{space 4}-.1420778{col 67}{space 3}-.0909023
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .61545843

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   25.99
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    48.47
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.6429
                                                {txt}Root MSE          =    {res} .14657

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     BIASAK2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0009948{col 26}{space 2} .0010466{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0010755{col 67}{space 3} .0030651
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2}-.0000193{col 26}{space 2} .0000107{col 37}{space 1}   -1.79{col 46}{space 3}0.075{col 54}{space 4}-.0000405{col 67}{space 3} 1.99e-06
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2} .1738473{col 26}{space 2} .0159135{col 37}{space 1}   10.92{col 46}{space 3}0.000{col 54}{space 4} .1423689{col 67}{space 3} .2053257
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} .0972047{col 26}{space 2} .0231886{col 37}{space 1}    4.19{col 46}{space 3}0.000{col 54}{space 4} .0513355{col 67}{space 3}  .143074
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2} .2455979{col 26}{space 2} .0255241{col 37}{space 1}    9.62{col 46}{space 3}0.000{col 54}{space 4} .1951088{col 67}{space 3}  .296087
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2} .2074161{col 26}{space 2} .0193877{col 37}{space 1}   10.70{col 46}{space 3}0.000{col 54}{space 4} .1690654{col 67}{space 3} .2457668
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .5391852{col 26}{space 2} .0555641{col 37}{space 1}    9.70{col 46}{space 3}0.000{col 54}{space 4} .4292738{col 67}{space 3} .6490965
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8642915{col 26}{space 2} .1706228{col 37}{space 1}    5.07{col 46}{space 3}0.000{col 54}{space 4} .5267827{col 67}{space 3}   1.2018
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2143732{col 26}{space 2} .0235173{col 37}{space 1}    9.12{col 46}{space 3}0.000{col 54}{space 4} .1678538{col 67}{space 3} .2608927
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .1461711{col 26}{space 2}  .019545{col 37}{space 1}    7.48{col 46}{space 3}0.000{col 54}{space 4} .1075091{col 67}{space 3} .1848331
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1581136{col 26}{space 2}  .021529{col 37}{space 1}   -7.34{col 46}{space 3}0.000{col 54}{space 4}-.2007001{col 67}{space 3}-.1155271
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .61589873

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   27.61
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res}-.00227862

                           {txt}BIASAK2
{hline 61}
      Percentiles      Smallest
 1%    {res} -.380712       -.510346
{txt} 5%    {res}-.1777082       -.380712
{txt}10%    {res}-.1471276       -.308052       {txt}Obs         {res}        143
{txt}25%    {res} -.031636      -.2722884       {txt}Sum of Wgt. {res}        143

{txt}50%    {res}-.0020582                      {txt}Mean          {res} .0251687
                        {txt}Largest       Std. Dev.     {res} .2365012
{txt}75%    {res}  .017929       .7135756
{txt}90%    {res} .1483738       .9688155       {txt}Variance      {res} .0559328
{txt}95%    {res} .4057802       1.248476       {txt}Skewness      {res}  3.59063
{txt}99%    {res} 1.248476       1.566329       {txt}Kurtosis      {res} 20.93601
{txt}
{com}. foreach var in `dvmse' {c -(}
{txt}  2{com}. regress `var' `rhsvars1', vce(robust)
{txt}  3{com}. scalar AdjR2 = e(r2_a)
{txt}  4{com}. scalar list AdjR2
{txt}  5{com}. test `dummies'
{txt}  6{com}. regress `var' `rhsvars2', vce(robust)
{txt}  7{com}. scalar AdjR2 = e(r2_a)
{txt}  8{com}. scalar list AdjR2
{txt}  9{com}. test `dummies'
{txt} 10{com}. // This section calculates Estimated Marginal Impact
. scalar a1 = _b[I2]
{txt} 11{com}. scalar a2 = _b[I2sqd]
{txt} 12{com}. scalar MI = a1+(2*a2*85)
{txt} 13{com}. scalar list MI
{txt} 14{com}. // This section calculated summary statistics for Bias
. summ `var', detail
{txt} 15{com}. {c )-}

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    31.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3551
                                                {txt}Root MSE          =    {res} .50974

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    MSEWLSFE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0055732{col 26}{space 2} .0015554{col 37}{space 1}    3.58{col 46}{space 3}0.000{col 54}{space 4} .0024967{col 67}{space 3} .0086496
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2180354{col 26}{space 2} .0644864{col 37}{space 1}   -3.38{col 46}{space 3}0.001{col 54}{space 4} -.345587{col 67}{space 3}-.0904838
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1035843{col 26}{space 2} .0432191{col 37}{space 1}   -2.40{col 46}{space 3}0.018{col 54}{space 4}  -.18907{col 67}{space 3}-.0180985
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3718505{col 26}{space 2} .0972212{col 37}{space 1}   -3.82{col 46}{space 3}0.000{col 54}{space 4}-.5641503{col 67}{space 3}-.1795507
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2425192{col 26}{space 2} .1036866{col 37}{space 1}   -2.34{col 46}{space 3}0.021{col 54}{space 4}-.4476073{col 67}{space 3} -.037431
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}  .319615{col 26}{space 2}  .112463{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0971676{col 67}{space 3} .5420624
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8902869{col 26}{space 2} .3708654{col 37}{space 1}    2.40{col 46}{space 3}0.018{col 54}{space 4} .1567295{col 67}{space 3} 1.623844
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2332454{col 26}{space 2} .1365094{col 37}{space 1}    1.71{col 46}{space 3}0.090{col 54}{space 4}-.0367648{col 67}{space 3} .5032556
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1115379{col 26}{space 2} .0761577{col 37}{space 1}   -1.46{col 46}{space 3}0.145{col 54}{space 4} -.262175{col 67}{space 3} .0390991
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1109364{col 26}{space 2} .0493081{col 37}{space 1}   -2.25{col 46}{space 3}0.026{col 54}{space 4}-.2084659{col 67}{space 3}-.0134068
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .31143961

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   34.79
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    34.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3946
                                                {txt}Root MSE          =    {res} .49575

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    MSEWLSFE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0139231{col 26}{space 2} .0054517{col 37}{space 1}   -2.55{col 46}{space 3}0.012{col 54}{space 4} -.024707{col 67}{space 3}-.0031391
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001781{col 26}{space 2} .0000605{col 37}{space 1}    2.94{col 46}{space 3}0.004{col 54}{space 4} .0000584{col 67}{space 3} .0002977
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2240499{col 26}{space 2} .0661004{col 37}{space 1}   -3.39{col 46}{space 3}0.001{col 54}{space 4}-.3548031{col 67}{space 3}-.0932967
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1164036{col 26}{space 2} .0505689{col 37}{space 1}   -2.30{col 46}{space 3}0.023{col 54}{space 4}-.2164338{col 67}{space 3}-.0163734
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4774232{col 26}{space 2}  .126086{col 37}{space 1}   -3.79{col 46}{space 3}0.000{col 54}{space 4}-.7268338{col 67}{space 3}-.2280127
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2395708{col 26}{space 2} .1106019{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4}-.4583522{col 67}{space 3}-.0207894
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}   .16517{col 26}{space 2} .1508489{col 37}{space 1}    1.09{col 46}{space 3}0.276{col 54}{space 4} -.133224{col 67}{space 3}  .463564
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8617086{col 26}{space 2} .3892601{col 37}{space 1}    2.21{col 46}{space 3}0.029{col 54}{space 4} .0917137{col 67}{space 3} 1.631704
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .1707046{col 26}{space 2}  .114493{col 37}{space 1}    1.49{col 46}{space 3}0.138{col 54}{space 4}-.0557739{col 67}{space 3} .3971832
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1684618{col 26}{space 2} .0889007{col 37}{space 1}   -1.89{col 46}{space 3}0.060{col 54}{space 4}-.3443162{col 67}{space 3} .0073926
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2739532{col 26}{space 2} .1008371{col 37}{space 1}    2.72{col 46}{space 3}0.007{col 54}{space 4} .0744874{col 67}{space 3}  .473419
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .34872429

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   40.19
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01634587

                          {txt}MSEWLSFE
{hline 61}
      Percentiles      Smallest
 1%    {res} .0001975       .0001656
{txt} 5%    {res}   .00042       .0001975
{txt}10%    {res} .0007921       .0002478       {txt}Obs         {res}        143
{txt}25%    {res} .0132538       .0002914       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .0413414                      {txt}Mean          {res} .2915099
                        {txt}Largest       Std. Dev.     {res} .6142981
{txt}75%    {res} .2436719       2.408781
{txt}90%    {res} .8750604       3.096933       {txt}Variance      {res} .3773622
{txt}95%    {res} 1.144534       3.365802       {txt}Skewness      {res} 3.403234
{txt}99%    {res} 3.365802       3.437257       {txt}Kurtosis      {res} 15.32759

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    10.07
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2842
                                                {txt}Root MSE          =    {res} .64991

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    MSEWLSRE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0085467{col 26}{space 2}  .002054{col 37}{space 1}    4.16{col 46}{space 3}0.000{col 54}{space 4} .0044839{col 67}{space 3} .0126095
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.3299386{col 26}{space 2}  .091638{col 37}{space 1}   -3.60{col 46}{space 3}0.000{col 54}{space 4}-.5111951{col 67}{space 3}-.1486822
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1657948{col 26}{space 2} .0634368{col 37}{space 1}   -2.61{col 46}{space 3}0.010{col 54}{space 4}-.2912702{col 67}{space 3}-.0403193
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4212553{col 26}{space 2}  .134117{col 37}{space 1}   -3.14{col 46}{space 3}0.002{col 54}{space 4}-.6865334{col 67}{space 3}-.1559771
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.3354403{col 26}{space 2} .1530297{col 37}{space 1}   -2.19{col 46}{space 3}0.030{col 54}{space 4}-.6381272{col 67}{space 3}-.0327534
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .3470152{col 26}{space 2} .1794968{col 37}{space 1}    1.93{col 46}{space 3}0.055{col 54}{space 4}-.0080226{col 67}{space 3}  .702053
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .6050525{col 26}{space 2} .4317131{col 37}{space 1}    1.40{col 46}{space 3}0.163{col 54}{space 4}-.2488593{col 67}{space 3} 1.458964
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .0915644{col 26}{space 2} .1473719{col 37}{space 1}    0.62{col 46}{space 3}0.535{col 54}{space 4}-.1999315{col 67}{space 3} .3830603
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .0664219{col 26}{space 2}  .129685{col 37}{space 1}    0.51{col 46}{space 3}0.609{col 54}{space 4}  -.19009{col 67}{space 3} .3229338
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1768481{col 26}{space 2} .0661498{col 37}{space 1}   -2.67{col 46}{space 3}0.008{col 54}{space 4}-.3076899{col 67}{space 3}-.0460063
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .23580405

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}    7.91
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}     9.13
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3431
                                                {txt}Root MSE          =    {res} .62497

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    MSEWLSRE{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0202549{col 26}{space 2} .0064192{col 37}{space 1}   -3.16{col 46}{space 3}0.002{col 54}{space 4}-.0329526{col 67}{space 3}-.0075572
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2}  .000263{col 26}{space 2} .0000723{col 37}{space 1}    3.64{col 46}{space 3}0.000{col 54}{space 4}   .00012{col 67}{space 3} .0004061
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.3388238{col 26}{space 2} .0921214{col 37}{space 1}   -3.68{col 46}{space 3}0.000{col 54}{space 4}-.5210489{col 67}{space 3}-.1565986
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1847326{col 26}{space 2}  .071045{col 37}{space 1}   -2.60{col 46}{space 3}0.010{col 54}{space 4}-.3252667{col 67}{space 3}-.0441985
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.5772168{col 26}{space 2} .1661971{col 37}{space 1}   -3.47{col 46}{space 3}0.001{col 54}{space 4}-.9059712{col 67}{space 3}-.2484625
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.3310847{col 26}{space 2} .1654043{col 37}{space 1}   -2.00{col 46}{space 3}0.047{col 54}{space 4}-.6582707{col 67}{space 3}-.0038987
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .1188551{col 26}{space 2} .2204208{col 37}{space 1}    0.54{col 46}{space 3}0.591{col 54}{space 4} -.317159{col 67}{space 3} .5548692
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .5628341{col 26}{space 2} .4573696{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.3418883{col 67}{space 3} 1.467556
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.0008265{col 26}{space 2} .1325472{col 37}{space 1}   -0.01{col 46}{space 3}0.995{col 54}{space 4} -.263018{col 67}{space 3}  .261365
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.0176712{col 26}{space 2}  .122325{col 37}{space 1}   -0.14{col 46}{space 3}0.885{col 54}{space 4}-.2596422{col 67}{space 3} .2242998
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3917456{col 26}{space 2} .1203758{col 37}{space 1}    3.25{col 46}{space 3}0.001{col 54}{space 4} .1536304{col 67}{space 3} .6298607
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .29334153

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}    7.10
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res}  .0244611

                          {txt}MSEWLSRE
{hline 61}
      Percentiles      Smallest
 1%    {res} .0002065       .0001723
{txt} 5%    {res} .0004299       .0002065
{txt}10%    {res} .0010739       .0002796       {txt}Obs         {res}        143
{txt}25%    {res} .0158172       .0003044       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .0746631                      {txt}Mean          {res} .3910358
                        {txt}Largest       Std. Dev.     {res} .7434486
{txt}75%    {res} .3426802       3.185034
{txt}90%    {res} 1.106437       3.205879       {txt}Variance      {res} .5527158
{txt}95%    {res} 2.230129       3.344746       {txt}Skewness      {res} 2.669974
{txt}99%    {res} 3.344746       3.571702       {txt}Kurtosis      {res} 9.707008

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    11.91
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4335
                                                {txt}Root MSE          =    {res} .52214

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}       MSEPP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0047964{col 26}{space 2} .0015911{col 37}{space 1}    3.01{col 46}{space 3}0.003{col 54}{space 4} .0016493{col 67}{space 3} .0079435
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.1627196{col 26}{space 2} .0649332{col 37}{space 1}   -2.51{col 46}{space 3}0.013{col 54}{space 4} -.291155{col 67}{space 3}-.0342842
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.0737265{col 26}{space 2} .0440243{col 37}{space 1}   -1.67{col 46}{space 3}0.096{col 54}{space 4}-.1608048{col 67}{space 3} .0133518
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.2845844{col 26}{space 2} .1012152{col 37}{space 1}   -2.81{col 46}{space 3}0.006{col 54}{space 4}-.4847841{col 67}{space 3}-.0843847
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.1738723{col 26}{space 2} .1032772{col 37}{space 1}   -1.68{col 46}{space 3}0.095{col 54}{space 4}-.3781506{col 67}{space 3}  .030406
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}  .973531{col 26}{space 2} .1830498{col 37}{space 1}    5.32{col 46}{space 3}0.000{col 54}{space 4} .6114655{col 67}{space 3} 1.335596
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .9922258{col 26}{space 2} .3550437{col 37}{space 1}    2.79{col 46}{space 3}0.006{col 54}{space 4} .2899632{col 67}{space 3} 1.694488
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .3069935{col 26}{space 2}  .144896{col 37}{space 1}    2.12{col 46}{space 3}0.036{col 54}{space 4} .0203949{col 67}{space 3} .5935921
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1498629{col 26}{space 2} .0781961{col 37}{space 1}   -1.92{col 46}{space 3}0.057{col 54}{space 4}-.3045317{col 67}{space 3} .0048059
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1235229{col 26}{space 2} .0530413{col 37}{space 1}   -2.33{col 46}{space 3}0.021{col 54}{space 4}-.2284365{col 67}{space 3}-.0186092
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .39514506

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   13.31
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    11.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4651
                                                {txt}Root MSE          =    {res} .50928

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}       MSEPP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0142612{col 26}{space 2}  .005708{col 37}{space 1}   -2.50{col 46}{space 3}0.014{col 54}{space 4}-.0255521{col 67}{space 3}-.0029702
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2}  .000174{col 26}{space 2} .0000631{col 37}{space 1}    2.76{col 46}{space 3}0.007{col 54}{space 4} .0000493{col 67}{space 3} .0002988
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.1685987{col 26}{space 2}  .063081{col 37}{space 1}   -2.67{col 46}{space 3}0.008{col 54}{space 4}-.2933791{col 67}{space 3}-.0438184
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.0862574{col 26}{space 2} .0454921{col 37}{space 1}   -1.90{col 46}{space 3}0.060{col 54}{space 4}-.1762453{col 67}{space 3} .0037306
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3877818{col 26}{space 2} .1286486{col 37}{space 1}   -3.01{col 46}{space 3}0.003{col 54}{space 4}-.6422615{col 67}{space 3}-.1333021
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.1709903{col 26}{space 2} .1064155{col 37}{space 1}   -1.61{col 46}{space 3}0.110{col 54}{space 4}-.3814906{col 67}{space 3} .0395101
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}  .822561{col 26}{space 2}  .206391{col 37}{space 1}    3.99{col 46}{space 3}0.000{col 54}{space 4} .4142991{col 67}{space 3} 1.230823
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .9642906{col 26}{space 2} .3722866{col 37}{space 1}    2.59{col 46}{space 3}0.011{col 54}{space 4} .2278709{col 67}{space 3}  1.70071
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2458599{col 26}{space 2} .1194295{col 37}{space 1}    2.06{col 46}{space 3}0.041{col 54}{space 4} .0096165{col 67}{space 3} .4821033
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} -.205506{col 26}{space 2} .0914767{col 37}{space 1}   -2.25{col 46}{space 3}0.026{col 54}{space 4}-.3864559{col 67}{space 3}-.0245561
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2527068{col 26}{space 2} .1042458{col 37}{space 1}    2.42{col 46}{space 3}0.017{col 54}{space 4} .0464983{col 67}{space 3} .4589153
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res}  .4245623

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   13.57
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01532672

                            {txt}MSEPP
{hline 61}
      Percentiles      Smallest
 1%    {res}  .000474       .0003722
{txt} 5%    {res} .0007774        .000474
{txt}10%    {res} .0012518       .0005248       {txt}Obs         {res}        143
{txt}25%    {res} .0032691       .0005928       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .0237032                      {txt}Mean          {res} .3005971
                        {txt}Largest       Std. Dev.     {res} .6713666
{txt}75%    {res} .1893705       2.712952
{txt}90%    {res} .9245117       2.894224       {txt}Variance      {res}  .450733
{txt}95%    {res} 1.830948       3.366002       {txt}Skewness      {res} 3.017409
{txt}99%    {res} 3.366002       3.650908       {txt}Kurtosis      {res} 12.19095

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    14.01
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3845
                                                {txt}Root MSE          =    {res}  .5025

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     MSEWAAP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0053433{col 26}{space 2} .0015354{col 37}{space 1}    3.48{col 46}{space 3}0.001{col 54}{space 4} .0023063{col 67}{space 3} .0083802
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2051525{col 26}{space 2} .0625763{col 37}{space 1}   -3.28{col 46}{space 3}0.001{col 54}{space 4}-.3289261{col 67}{space 3} -.081379
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} -.101259{col 26}{space 2} .0411697{col 37}{space 1}   -2.46{col 46}{space 3}0.015{col 54}{space 4}-.1826911{col 67}{space 3} -.019827
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3426734{col 26}{space 2} .0958522{col 37}{space 1}   -3.58{col 46}{space 3}0.000{col 54}{space 4}-.5322654{col 67}{space 3}-.1530815
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2324067{col 26}{space 2} .0993996{col 37}{space 1}   -2.34{col 46}{space 3}0.021{col 54}{space 4}-.4290152{col 67}{space 3}-.0357982
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .5395607{col 26}{space 2} .1390715{col 37}{space 1}    3.88{col 46}{space 3}0.000{col 54}{space 4} .2644827{col 67}{space 3} .8146387
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .9050486{col 26}{space 2}  .354886{col 37}{space 1}    2.55{col 46}{space 3}0.012{col 54}{space 4} .2030978{col 67}{space 3} 1.606999
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2461044{col 26}{space 2} .1358817{col 37}{space 1}    1.81{col 46}{space 3}0.072{col 54}{space 4}-.0226643{col 67}{space 3} .5148731
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1257208{col 26}{space 2} .0737721{col 37}{space 1}   -1.70{col 46}{space 3}0.091{col 54}{space 4}-.2716392{col 67}{space 3} .0201976
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1102012{col 26}{space 2} .0481916{col 37}{space 1}   -2.29{col 46}{space 3}0.024{col 54}{space 4}-.2055224{col 67}{space 3}  -.01488
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .34280184

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   15.77
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    14.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4210
                                                {txt}Root MSE          =    {res} .48921

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     MSEWAAP{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0135712{col 26}{space 2} .0054181{col 37}{space 1}   -2.50{col 46}{space 3}0.013{col 54}{space 4}-.0242888{col 67}{space 3}-.0028536
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001727{col 26}{space 2}   .00006{col 37}{space 1}    2.88{col 46}{space 3}0.005{col 54}{space 4}  .000054{col 67}{space 3} .0002915
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2109876{col 26}{space 2} .0654643{col 37}{space 1}   -3.22{col 46}{space 3}0.002{col 54}{space 4}-.3404824{col 67}{space 3}-.0814927
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1136958{col 26}{space 2} .0496252{col 37}{space 1}   -2.29{col 46}{space 3}0.024{col 54}{space 4}-.2118595{col 67}{space 3}-.0155322
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4450959{col 26}{space 2} .1248048{col 37}{space 1}   -3.57{col 46}{space 3}0.001{col 54}{space 4}-.6919721{col 67}{space 3}-.1982196
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2295463{col 26}{space 2}  .106395{col 37}{space 1}   -2.16{col 46}{space 3}0.033{col 54}{space 4}-.4400061{col 67}{space 3}-.0190866
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .3897244{col 26}{space 2}  .169668{col 37}{space 1}    2.30{col 46}{space 3}0.023{col 54}{space 4} .0541044{col 67}{space 3} .7253443
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8773231{col 26}{space 2}  .372954{col 37}{space 1}    2.35{col 46}{space 3}0.020{col 54}{space 4} .1395832{col 67}{space 3} 1.615063
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .1854298{col 26}{space 2} .1143906{col 37}{space 1}    1.62{col 46}{space 3}0.107{col 54}{space 4}-.0408461{col 67}{space 3} .4117057
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1809461{col 26}{space 2} .0887759{col 37}{space 1}   -2.04{col 46}{space 3}0.044{col 54}{space 4}-.3565536{col 67}{space 3}-.0053385
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2632033{col 26}{space 2} .1005382{col 37}{space 1}    2.62{col 46}{space 3}0.010{col 54}{space 4} .0643288{col 67}{space 3} .4620779
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .37711117

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   17.52
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01579452

                           {txt}MSEWAAP
{hline 61}
      Percentiles      Smallest
 1%    {res}  .000169       .0001654
{txt} 5%    {res} .0004052        .000169
{txt}10%    {res}  .000794       .0002607       {txt}Obs         {res}        143
{txt}25%    {res} .0117209       .0002766       {txt}Sum of Wgt. {res}        143

{txt}50%    {res}  .037069                      {txt}Mean          {res} .2952729
                        {txt}Largest       Std. Dev.     {res} .6198575
{txt}75%    {res} .2297159        2.41277
{txt}90%    {res} .8492231       3.084152       {txt}Variance      {res} .3842233
{txt}95%    {res}  1.30473       3.336408       {txt}Skewness      {res}  3.23119
{txt}99%    {res} 3.336408       3.351803       {txt}Kurtosis      {res} 14.01872

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    28.51
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3874
                                                {txt}Root MSE          =    {res} .49213

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    MSEWAAP2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0052475{col 26}{space 2} .0015159{col 37}{space 1}    3.46{col 46}{space 3}0.001{col 54}{space 4} .0022491{col 67}{space 3} .0082459
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2076166{col 26}{space 2} .0617006{col 37}{space 1}   -3.36{col 46}{space 3}0.001{col 54}{space 4} -.329658{col 67}{space 3}-.0855751
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1017293{col 26}{space 2} .0412093{col 37}{space 1}   -2.47{col 46}{space 3}0.015{col 54}{space 4}-.1832397{col 67}{space 3}-.0202189
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3438532{col 26}{space 2} .0946779{col 37}{space 1}   -3.63{col 46}{space 3}0.000{col 54}{space 4}-.5311224{col 67}{space 3}-.1565839
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2339578{col 26}{space 2} .0984248{col 37}{space 1}   -2.38{col 46}{space 3}0.019{col 54}{space 4}-.4286382{col 67}{space 3}-.0392774
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .5148477{col 26}{space 2} .1162684{col 37}{space 1}    4.43{col 46}{space 3}0.000{col 54}{space 4} .2848733{col 67}{space 3} .7448221
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8976177{col 26}{space 2} .3478098{col 37}{space 1}    2.58{col 46}{space 3}0.011{col 54}{space 4} .2096634{col 67}{space 3} 1.585572
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .2403591{col 26}{space 2} .1343641{col 37}{space 1}    1.79{col 46}{space 3}0.076{col 54}{space 4}-.0254079{col 67}{space 3}  .506126
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1280344{col 26}{space 2} .0729361{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4}-.2722993{col 67}{space 3} .0162304
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1010437{col 26}{space 2} .0477566{col 37}{space 1}   -2.12{col 46}{space 3}0.036{col 54}{space 4}-.1955043{col 67}{space 3} -.006583
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .34592994

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   32.05
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    30.20
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4236
                                                {txt}Root MSE          =    {res} .47917

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    MSEWAAP2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0132453{col 26}{space 2} .0053499{col 37}{space 1}   -2.48{col 46}{space 3}0.015{col 54}{space 4}-.0238278{col 67}{space 3}-.0026627
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001689{col 26}{space 2} .0000593{col 37}{space 1}    2.85{col 46}{space 3}0.005{col 54}{space 4} .0000516{col 67}{space 3} .0002862
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2133215{col 26}{space 2} .0639237{col 37}{space 1}   -3.34{col 46}{space 3}0.001{col 54}{space 4}-.3397688{col 67}{space 3}-.0868742
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.1138888{col 26}{space 2} .0490263{col 37}{space 1}   -2.32{col 46}{space 3}0.022{col 54}{space 4}-.2108678{col 67}{space 3}-.0169099
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4439921{col 26}{space 2} .1230542{col 37}{space 1}   -3.61{col 46}{space 3}0.000{col 54}{space 4}-.6874054{col 67}{space 3}-.2005788
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.2311612{col 26}{space 2}  .104952{col 37}{space 1}   -2.20{col 46}{space 3}0.029{col 54}{space 4}-.4387666{col 67}{space 3}-.0235559
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .3683519{col 26}{space 2} .1524899{col 37}{space 1}    2.42{col 46}{space 3}0.017{col 54}{space 4} .0667117{col 67}{space 3}  .669992
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .8705104{col 26}{space 2} .3654151{col 37}{space 1}    2.38{col 46}{space 3}0.019{col 54}{space 4} .1476832{col 67}{space 3} 1.593337
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .1810372{col 26}{space 2} .1129672{col 37}{space 1}    1.60{col 46}{space 3}0.111{col 54}{space 4}-.0424231{col 67}{space 3} .4044975
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1820285{col 26}{space 2} .0871806{col 37}{space 1}   -2.09{col 46}{space 3}0.039{col 54}{space 4}-.3544803{col 67}{space 3}-.0095767
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2640359{col 26}{space 2} .0989715{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0682606{col 67}{space 3} .4598112
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .37994373

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   37.14
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01546573

                          {txt}MSEWAAP2
{hline 61}
      Percentiles      Smallest
 1%    {res} .0001446       .0001388
{txt} 5%    {res} .0004139       .0001446
{txt}10%    {res} .0008157       .0002368       {txt}Obs         {res}        143
{txt}25%    {res} .0132538       .0002393       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .0416072                      {txt}Mean          {res} .2936232
                        {txt}Largest       Std. Dev.     {res} .6085153
{txt}75%    {res} .2186139       2.401187
{txt}90%    {res}  .904621         3.0349       {txt}Variance      {res} .3702909
{txt}95%    {res} 1.144563       3.287929       {txt}Skewness      {res} 3.242432
{txt}99%    {res} 3.287929       3.300409       {txt}Kurtosis      {res} 14.15595

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    14.65
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2884
                                                {txt}Root MSE          =    {res} .58619

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      MSEAK1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0062969{col 26}{space 2}  .001711{col 37}{space 1}    3.68{col 46}{space 3}0.000{col 54}{space 4} .0029126{col 67}{space 3} .0096811
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.1973377{col 26}{space 2} .0764868{col 37}{space 1}   -2.58{col 46}{space 3}0.011{col 54}{space 4}-.3486256{col 67}{space 3}-.0460498
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.0812203{col 26}{space 2}  .054237{col 37}{space 1}   -1.50{col 46}{space 3}0.137{col 54}{space 4}-.1884989{col 67}{space 3} .0260584
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.3943074{col 26}{space 2} .1098579{col 37}{space 1}   -3.59{col 46}{space 3}0.000{col 54}{space 4}-.6116021{col 67}{space 3}-.1770128
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.0850678{col 26}{space 2} .1620959{col 37}{space 1}   -0.52{col 46}{space 3}0.601{col 54}{space 4}-.4056872{col 67}{space 3} .2355517
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.0428029{col 26}{space 2} .1212922{col 37}{space 1}   -0.35{col 46}{space 3}0.725{col 54}{space 4}-.2827142{col 67}{space 3} .1971084
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .9704879{col 26}{space 2} .4665954{col 37}{space 1}    2.08{col 46}{space 3}0.039{col 54}{space 4} .0475803{col 67}{space 3} 1.893396
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2} .1786306{col 26}{space 2} .1324812{col 37}{space 1}    1.35{col 46}{space 3}0.180{col 54}{space 4}-.0834121{col 67}{space 3} .4406733
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .0694802{col 26}{space 2}  .104011{col 37}{space 1}    0.67{col 46}{space 3}0.505{col 54}{space 4}-.1362495{col 67}{space 3}   .27521
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1829453{col 26}{space 2} .0592709{col 37}{space 1}   -3.09{col 46}{space 3}0.002{col 54}{space 4}-.3001809{col 67}{space 3}-.0657098
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .24019465

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   16.46
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    11.02
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3333
                                                {txt}Root MSE          =    {res} .56954

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      MSEAK1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0164582{col 26}{space 2} .0056559{col 37}{space 1}   -2.91{col 46}{space 3}0.004{col 54}{space 4}-.0276462{col 67}{space 3}-.0052702
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0002078{col 26}{space 2} .0000636{col 37}{space 1}    3.27{col 46}{space 3}0.001{col 54}{space 4} .0000821{col 67}{space 3} .0003335
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2043575{col 26}{space 2} .0704821{col 37}{space 1}   -2.90{col 46}{space 3}0.004{col 54}{space 4}-.3437781{col 67}{space 3}-.0649369
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2}-.0961824{col 26}{space 2} .0508229{col 37}{space 1}   -1.89{col 46}{space 3}0.061{col 54}{space 4}-.1967152{col 67}{space 3} .0043504
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.5175268{col 26}{space 2} .1356433{col 37}{space 1}   -3.82{col 46}{space 3}0.000{col 54}{space 4}-.7858428{col 67}{space 3}-.2492109
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.0816266{col 26}{space 2} .1707462{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.4193794{col 67}{space 3} .2561262
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.2230637{col 26}{space 2} .1610847{col 37}{space 1}   -1.38{col 46}{space 3}0.168{col 54}{space 4}-.5417051{col 67}{space 3} .0955778
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .9371327{col 26}{space 2} .4868741{col 37}{space 1}    1.92{col 46}{space 3}0.056{col 54}{space 4}-.0259524{col 67}{space 3} 1.900218
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}  .105636{col 26}{space 2} .1121536{col 37}{space 1}    0.94{col 46}{space 3}0.348{col 54}{space 4}-.1162149{col 67}{space 3} .3274868
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2} .0030414{col 26}{space 2} .0975558{col 37}{space 1}    0.03{col 46}{space 3}0.975{col 54}{space 4}-.1899337{col 67}{space 3} .1960164
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2662793{col 26}{space 2} .1017909{col 37}{space 1}    2.62{col 46}{space 3}0.010{col 54}{space 4} .0649269{col 67}{space 3} .4676318
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .28274788

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   12.35
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res} .01887024

                           {txt}MSEAK1
{hline 61}
      Percentiles      Smallest
 1%    {res} .0001501       .0001412
{txt} 5%    {res} .0004059       .0001501
{txt}10%    {res} .0008057       .0002339       {txt}Obs         {res}        143
{txt}25%    {res} .0037133       .0002353       {txt}Sum of Wgt. {res}        143

{txt}50%    {res} .0176119                      {txt}Mean          {res}   .29174
                        {txt}Largest       Std. Dev.     {res} .6724978
{txt}75%    {res} .2226508       2.858233
{txt}90%    {res} .8195929       2.891195       {txt}Variance      {res} .4522533
{txt}95%    {res} 1.951007        3.04653       {txt}Skewness      {res} 3.206977
{txt}99%    {res}  3.04653       3.958657       {txt}Kurtosis      {res}  13.5173

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(9, 133)         =  {res}    11.81
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2448
                                                {txt}Root MSE          =    {res}  .5006

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      MSEAK2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2} .0075436{col 26}{space 2} .0023257{col 37}{space 1}    3.24{col 46}{space 3}0.001{col 54}{space 4} .0029434{col 67}{space 3} .0121437
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2627519{col 26}{space 2} .0984776{col 37}{space 1}   -2.67{col 46}{space 3}0.009{col 54}{space 4}-.4575368{col 67}{space 3}-.0679671
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} .1883725{col 26}{space 2} .1771173{col 37}{space 1}    1.06{col 46}{space 3}0.289{col 54}{space 4}-.1619586{col 67}{space 3} .5387037
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2}-.4968067{col 26}{space 2} .1484893{col 37}{space 1}   -3.35{col 46}{space 3}0.001{col 54}{space 4}-.7905129{col 67}{space 3}-.2031005
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.4234278{col 26}{space 2} .1283497{col 37}{space 1}   -3.30{col 46}{space 3}0.001{col 54}{space 4}-.6772984{col 67}{space 3}-.1695571
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2} .0245301{col 26}{space 2} .1691086{col 37}{space 1}    0.15{col 46}{space 3}0.885{col 54}{space 4}-.3099601{col 67}{space 3} .3590203
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .3315238{col 26}{space 2} .3285791{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.3183929{col 67}{space 3} .9814405
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.1250785{col 26}{space 2} .1267593{col 37}{space 1}   -0.99{col 46}{space 3}0.326{col 54}{space 4}-.3758034{col 67}{space 3} .1256464
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.0692911{col 26}{space 2} .1202861{col 37}{space 1}   -0.58{col 46}{space 3}0.566{col 54}{space 4}-.3072123{col 67}{space 3} .1686301
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1877411{col 26}{space 2}  .078869{col 37}{space 1}   -2.38{col 46}{space 3}0.019{col 54}{space 4}-.3437409{col 67}{space 3}-.0317413
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .19364411

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   133) ={res}   13.27
{txt}{col 13}Prob > F ={res}    0.0000

{txt}Linear regression                               Number of obs     = {res}       143
                                                {txt}F(10, 132)        =  {res}    11.79
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2745
                                                {txt}Root MSE          =    {res}  .4925

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      MSEAK2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}I2 {c |}{col 14}{res}{space 2}-.0078043{col 26}{space 2} .0040939{col 37}{space 1}   -1.91{col 46}{space 3}0.059{col 54}{space 4}-.0159024{col 67}{space 3} .0002938
{txt}{space 7}I2sqd {c |}{col 14}{res}{space 2} .0001402{col 26}{space 2} .0000402{col 37}{space 1}    3.49{col 46}{space 3}0.001{col 54}{space 4} .0000607{col 67}{space 3} .0002196
{txt}{space 9}SE2 {c |}{col 14}{res}{space 2}-.2674867{col 26}{space 2} .0865215{col 37}{space 1}   -3.09{col 46}{space 3}0.002{col 54}{space 4}-.4386349{col 67}{space 3}-.0963385
{txt}{space 9}SE3 {c |}{col 14}{res}{space 2} .1782809{col 26}{space 2} .1738688{col 37}{space 1}    1.03{col 46}{space 3}0.307{col 54}{space 4}-.1656489{col 67}{space 3} .5222106
{txt}{space 9}SE4 {c |}{col 14}{res}{space 2} -.579916{col 26}{space 2} .1515764{col 37}{space 1}   -3.83{col 46}{space 3}0.000{col 54}{space 4} -.879749{col 67}{space 3} -.280083
{txt}{space 9}SE5 {c |}{col 14}{res}{space 2}-.4211068{col 26}{space 2} .1220191{col 37}{space 1}   -3.45{col 46}{space 3}0.001{col 54}{space 4}-.6624726{col 67}{space 3}-.1797409
{txt}{space 9}SE6 {c |}{col 14}{res}{space 2}-.0970526{col 26}{space 2} .1753594{col 37}{space 1}   -0.55{col 46}{space 3}0.581{col 54}{space 4}-.4439307{col 67}{space 3} .2498256
{txt}{space 9}SE7 {c |}{col 14}{res}{space 2} .3090263{col 26}{space 2} .3391521{col 37}{space 1}    0.91{col 46}{space 3}0.364{col 54}{space 4}  -.36185{col 67}{space 3} .9799027
{txt}{space 9}SE8 {c |}{col 14}{res}{space 2}-.1743121{col 26}{space 2}  .117948{col 37}{space 1}   -1.48{col 46}{space 3}0.142{col 54}{space 4}-.4076249{col 67}{space 3} .0590008
{txt}{space 9}SE9 {c |}{col 14}{res}{space 2}-.1141029{col 26}{space 2} .1090959{col 37}{space 1}   -1.05{col 46}{space 3}0.298{col 54}{space 4}-.3299053{col 67}{space 3} .1016995
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .1152529{col 26}{space 2} .0880152{col 37}{space 1}    1.31{col 46}{space 3}0.193{col 54}{space 4}-.0588499{col 67}{space 3} .2893556
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}     AdjR2 = {res} .21951722

{p 0 7}{space 1}{text:( 1)}{space 1} SE2 = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} SE3 = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} SE4 = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} SE5 = 0{p_end}
{p 0 7}{space 1}{text:( 5)}{space 1} SE6 = 0{p_end}
{p 0 7}{space 1}{text:( 6)}{space 1} SE7 = 0{p_end}
{p 0 7}{space 1}{text:( 7)}{space 1} SE8 = 0{p_end}
{p 0 7}{space 1}{text:( 8)}{space 1} SE9 = 0{p_end}

{txt}       F(  8,   132) ={res}   14.47
{txt}{col 13}Prob > F ={res}    0.0000
{txt}        MI = {res}  .0160241

                           {txt}MSEAK2
{hline 61}
      Percentiles      Smallest
 1%    {res} .0001503       .0001416
{txt} 5%    {res} .0004722       .0001503
{txt}10%    {res} .0008061       .0002361       {txt}Obs         {res}        143
{txt}25%    {res} .0061993       .0002809       {txt}Sum of Wgt. {res}        143

{txt}50%    {res}   .02692                      {txt}Mean          {res} .2540013
                        {txt}Largest       Std. Dev.     {res} .5574743
{txt}75%    {res}  .229924       1.719692
{txt}90%    {res} .7322447         1.9223       {txt}Variance      {res} .3107776
{txt}95%    {res} 1.449232       2.612933       {txt}Skewness      {res} 3.995112
{txt}99%    {res} 2.612933       4.286017       {txt}Kurtosis      {res} 23.76288
{txt}
{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}\\file\UsersW$\wrr15\Home\My Documents\My Files\META-ANALYSIS (New Estimators, 2018)\APPENDIX3&4(Results).smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}30 Apr 2019, 08:50:56
{txt}{.-}
{smcl}
{txt}{sf}{ul off}